原型 · 预览版:收录官方注册中心里的全部服务器,每 30 分钟同步一次。评价和账户功能将在后续阶段推出。
PopNx MCP为使用 AI 的人准备的 MCP 服务器 · 用大白话讲清楚

Cloudscope

作者:alexpota版本 0.3.3i★ –i在你的电脑上运行
注册名称io.github.alexpota/cloudscope

安装

概览

作者提供的说明(英文原文)

Azure + GCP cost management: spending, forecasts, anomalies, budgets, idle resources, and tags.

PopNx MCP 的三大支柱

这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。

它能帮你做什么

我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。

  • 连接方式: 在你的电脑上运行
  • 传输方式: stdio
  • 分类: 开发者工具
  • 你需要填写:AZURE_CLIENT_SECRET, GOOGLE_APPLICATION_CREDENTIALS

安装

选择你使用的 AI 应用,然后复制设置。

安装之前

  • 基础检查:1 项中通过 1 项
  • 在你的电脑上运行,拥有你的用户账户的权限(文件、网络、应用)。
  • 需要你自己填写: AZURE_SUBSCRIPTION_ID, AZURE_TENANT_ID, AZURE_CLIENT_ID, AZURE_CLIENT_SECRET, GOOGLE_CLOUD_PROJECT, GCP_BILLING_TABLE, GCP_PROJECT_ID, GCP_BILLING_ACCOUNT_ID, GOOGLE_APPLICATION_CREDENTIALS

标为机密的值是你账户的钥匙。千万不要分享给别人,也不要粘贴到聊天里。

你需要

  • npm已安装 Node.js(用于 npx 命令)

你用的是哪个应用?

在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。

打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json

{
  "mcpServers": {
    "cloudscope": {
      "command": "npx",
      "args": [
        "-y",
        "cloudscope-mcp"
      ],
      "env": {
        "AZURE_SUBSCRIPTION_ID": "your-value",
        "AZURE_TENANT_ID": "your-value",
        "AZURE_CLIENT_ID": "your-value",
        "AZURE_CLIENT_SECRET": "your-value",
        "GOOGLE_CLOUD_PROJECT": "your-value",
        "GCP_BILLING_TABLE": "your-value",
        "GCP_PROJECT_ID": "your-value",
        "GCP_BILLING_ACCOUNT_ID": "your-value",
        "GOOGLE_APPLICATION_CREDENTIALS": "your-value"
      }
    }
  }
}

在终端中运行这条命令

claude mcp add cloudscope --env AZURE_SUBSCRIPTION_ID=your-value --env AZURE_TENANT_ID=your-value --env AZURE_CLIENT_ID=your-value --env AZURE_CLIENT_SECRET=your-value --env GOOGLE_CLOUD_PROJECT=your-value --env GCP_BILLING_TABLE=your-value --env GCP_PROJECT_ID=your-value --env GCP_BILLING_ACCOUNT_ID=your-value --env GOOGLE_APPLICATION_CREDENTIALS=your-value -- npx -y cloudscope-mcp

运行前请先填写空着的值。

在 Cursor 中打开

或者自己复制设置

粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json

{
  "mcpServers": {
    "cloudscope": {
      "command": "npx",
      "args": [
        "-y",
        "cloudscope-mcp"
      ],
      "env": {
        "AZURE_SUBSCRIPTION_ID": "your-value",
        "AZURE_TENANT_ID": "your-value",
        "AZURE_CLIENT_ID": "your-value",
        "AZURE_CLIENT_SECRET": "your-value",
        "GOOGLE_CLOUD_PROJECT": "your-value",
        "GCP_BILLING_TABLE": "your-value",
        "GCP_PROJECT_ID": "your-value",
        "GCP_BILLING_ACCOUNT_ID": "your-value",
        "GOOGLE_APPLICATION_CREDENTIALS": "your-value"
      }
    }
  }
}

浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。

在 VS Code 中打开

或者自己复制设置

粘贴到项目中的 .vscode/mcp.json

{
  "servers": {
    "cloudscope": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "cloudscope-mcp"
      ],
      "env": {
        "AZURE_SUBSCRIPTION_ID": "your-value",
        "AZURE_TENANT_ID": "your-value",
        "AZURE_CLIENT_ID": "your-value",
        "AZURE_CLIENT_SECRET": "your-value",
        "GOOGLE_CLOUD_PROJECT": "your-value",
        "GCP_BILLING_TABLE": "your-value",
        "GCP_PROJECT_ID": "your-value",
        "GCP_BILLING_ACCOUNT_ID": "your-value",
        "GOOGLE_APPLICATION_CREDENTIALS": "your-value"
      }
    }
  }
}

浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。

这个服务器在你的电脑上运行,而 ChatGPT 只能连接互联网上的服务器。请选择其他应用。

你的选择通过 Cookie 保存在这台设备上,无需账户。

需要你填写的值

  • AZURE_SUBSCRIPTION_ID env
    Azure subscription ID to query for cost data. Optional; auto-detected from az login session if not set.
  • AZURE_TENANT_ID env
    Azure tenant ID for service principal authentication. Optional; falls back to DefaultAzureCredential (e.g. az login) if unset.
  • AZURE_CLIENT_ID env
    Service principal client ID. Optional; required only when using ClientSecretCredential.
  • AZURE_CLIENT_SECRET 机密 env
    Service principal client secret. Optional; required only when using ClientSecretCredential.
  • GOOGLE_CLOUD_PROJECT env
    GCP project ID. Recommended to set explicitly in the MCP client env block — may not be inherited from gcloud shell configuration.
  • GCP_BILLING_TABLE env
    Fully-qualified BigQuery billing export table (project.dataset.table_name). Required for GCP cost queries.
  • GCP_PROJECT_ID env
    Override GCP project ID if the billing dataset lives in a different project than GOOGLE_CLOUD_PROJECT.
  • GCP_BILLING_ACCOUNT_ID env
    GCP billing account ID (format: XXXXXX-XXXXXX-XXXXXX). Optional; needed only for budget monitoring.
  • GOOGLE_APPLICATION_CREDENTIALS 机密 env
    Path to GCP service account JSON key file. Optional; falls back to Application Default Credentials (gcloud auth).

这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。

它能做什么

它在你的电脑上运行;安装后,工具列表会显示在你的 AI 应用中。

基础检查i

我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月6日

  • ✓ 通过

    作者与仓库一致

    注册名称已通过 GitHub 账户 alexpota 验证,该账户拥有此仓库

  • … 尚未检查

    仍在维护

    我们还没有从 GitHub 读取这个仓库

  • … 尚未检查

    有许可证

    我们还没有从 GitHub 读取这个仓库

  • – 不适用

    端点有响应

    它在你的电脑上运行,没有互联网端点

  • – 不适用

    使用 OAuth 登录

    在你的电脑上运行,改用本地设置

  • … 尚未检查

    工具描述中没有隐藏指令

    它在你的电脑上运行;我们只能读取互联网端点的工具列表

与“开发者工具”中的其他服务器比较i

  • 星标数多于此分类中其他 1389 个服务器的 0%
  • 发布到注册中心的时间比此分类中其他 1389 个服务器的 24% 更新
  • 基础检查结果等于或优于此分类中其他 1389 个服务器的 100%

与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。

常见问题

Cloudscope 安全吗?

它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。

它需要哪些密钥或代码?

你需要填写:AZURE_CLIENT_SECRET, GOOGLE_APPLICATION_CREDENTIALS

它在我的电脑上运行还是在云端?

它在你的电脑上运行。你的 AI 应用会在需要时启动它,数据不会经过作者的服务器(除非它自己调用在线服务)。

它还在维护吗?

GitHub 仓库最后更新于–,最新版本(0.3.3)于5个月前进入注册中心。

哪些应用可以使用它?

支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。你的电脑上还需要有 Node.js。

有什么可以替代它?

同一分类中有:GitHub, Desktop Commander, Cloudflare MCP

替代选择

同一分类中其他作者的服务器,按星标数排序。

如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i

GitHub

作者:github

Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.

电脑或云端★ 34,245MIT3天前更新
安装

Desktop Commander

作者:wonderwhy-er

MCP server for terminal commands, file operations, and process management

在你的电脑上运行★ 10,225MIT15天前更新
安装

Cloudflare MCP

作者:cloudflare

Cloudflare MCP servers

在云端运行★ 4,446Apache-2.014个月前更新
安装

作者的 README

打开 README

按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。

CloudScope MCP

Ask your AI about your cloud bill.

What you get

Ask once: "Give me this month's cost review" — and CloudScope runs the full workflow (spend, deltas, anomalies, idle resources, budgets, forecast) and hands back a decision-ready report, not raw numbers to interpret yourself:

## TL;DR

Month-to-date Azure spend is $4,312 (May 1–29), tracking +11% vs April.

The mover is App Service (+$280) — a new staging slot left running.

2 idle resources cost $94/month; prod-budget is at 78% with 2 days left.

Top action: delete the orphaned managed disk → save $63/month.

## Spend This Month

| Service | Cost | % |

|------------------|----------|------|

| Virtual Machines | $2,140 | 49.6% |

| App Service | $890 | 20.6% |

| Storage | $612 | 14.2% |

| Redis Cache | $410 | 9.5% |

| Networking | $260 | 6.0% |

## vs Last Month

+$427 (+11%) overall. App Service +$280 drove most of it; everything

else flat. → *new staging-slot-2, created May 12, never torn down.*

## Idle & Wasted Resources

| Resource | Type | $/month |

|-----------------------|-------------|---------|

| orphaned-osdisk-01 | Managed Disk| $63 |

| old-lb-ip | Public IP | $31 |

## Budget Status

prod-budget — 78% used, $4,312 / $5,500, on track (2 days left).

## Recommended Actions

1. Delete orphaned-osdisk-01 (unattached 40 days) → $63/month

2. Tear down staging-slot-2 if staging is idle → ~$280/month

3. Release old-lb-ip (no binding) → $31/month

*Illustrative example showing the report format. Run /cloudscope:monthly-cost-review against your own subscription for live numbers.*

Install

Claude CodeCursorVS Code
claude mcp add cloudscope -- npx -y cloudscope-mcpInstallInstall

Azure is auto-detected from your az login session. GCP requires BigQuery billing export setup (see below).

Supported Providers

ProviderStatus
Azure✅ Supported
GCP✅ Supported
AWSUse AWS's official server

Prerequisites

Azure
  • Azure CLI installed and logged in (az login)
  • Cost Management Reader role on the subscription
GCP
  • gcloud CLI installed and logged in (gcloud auth application-default login)
  • Billing export to BigQuery enabled — this is a one-time manual setup step, not enabled by default (the detailed export is recommended for resource-level cost queries)
  • BigQuery Data Viewer + BigQuery Job User roles on the dataset project
  • Note: BigQuery on-demand queries cost $6.25 per TiB scanned (pricing). The first 1 TiB/month is free. Billing export tables are small — typical CloudScope queries cost <$0.01 each.

Configuration

Azure (zero-config)

CloudScope auto-detects your subscription from az login. Just add the server:

{

"mcpServers": { "cloudscope": { "command": "npx", "args": ["-y", "cloudscope-mcp"] } } }

To target a specific subscription, add an env block:

{

"mcpServers": { "cloudscope": { "command": "npx", "args": ["-y", "cloudscope-mcp"], "env": { "AZURE_SUBSCRIPTION_ID": "your-subscription-id" } } } }

Advanced: Service Principal (CI/CD & automated environments)

VariableDescription
AZURE_TENANT_IDAzure AD tenant ID
AZURE_CLIENT_IDApp registration client ID
AZURE_CLIENT_SECRETApp registration client secret

Set these alongside AZURE_SUBSCRIPTION_ID in the env block above.

GCP

GCP requires a BigQuery billing export table. Find your table name in GCP Console > Billing > Billing export > BigQuery export.

{

"mcpServers": { "cloudscope": { "command": "npx", "args": ["-y", "cloudscope-mcp"], "env": { "GOOGLE_CLOUD_PROJECT": "my-project", "GCP_BILLING_TABLE": "my-project.my_dataset.gcp_billing_export_resource_v1_XXXXXX" } } } }

Set GOOGLE_CLOUD_PROJECT to your GCP project ID. Override with GCP_PROJECT_ID if your billing dataset lives in a different project.

These variables apply only when using GCP; Azure-only users can skip them.

VariableDescriptionRequired
GOOGLE_CLOUD_PROJECTGCP project IDYes
GCP_BILLING_TABLEFully-qualified BigQuery table (project.dataset.table)Yes
GCP_PROJECT_IDOverride project ID if different from GOOGLE_CLOUD_PROJECTNo
GCP_BILLING_ACCOUNT_IDBilling account ID for budget monitoringNo
GOOGLE_APPLICATION_CREDENTIALSPath to service account JSON key fileNo
Both Providers
{

"mcpServers": { "cloudscope": { "command": "npx", "args": ["-y", "cloudscope-mcp"], "env": { "AZURE_SUBSCRIPTION_ID": "your-subscription-id", "GOOGLE_CLOUD_PROJECT": "my-project", "GCP_BILLING_TABLE": "my-project.my_dataset.gcp_billing_export_resource_v1_XXXXXX" } } } }

Azure is auto-detected from az login. Add AZURE_SUBSCRIPTION_ID to target a specific subscription.

Example Questions

  • "How much did Azure cost last month?"
  • "Show GCP spending by service for the last 7 days"
  • "Any cost anomalies this week on GCP?"
  • "What will Azure cost next month?"
  • "Show me cost optimization recommendations for GCP"
  • "Compare Azure and GCP costs across all projects and subscriptions"

Security

CloudScope is read-only. It cannot create, modify, or delete any cloud resources. Azure uses Cost Management Reader permissions. GCP uses BigQuery Data Viewer + Job User with no write access.

FAQ

Does this modify my cloud resources? No. Read-only access only.

Do I need a service principal? No. az login (Azure) or gcloud auth application-default login (GCP) works for local use.

Does the Azure Cost Management API cost money? No. It's free.

Do GCP BigQuery cost queries cost money? Yes, but typically <$0.01 per query ($6.25/TiB scanned, first 1 TiB/month free). See BigQuery pricing.

Can I use both Azure and GCP at the same time? Yes. Configure both sets of env vars and CloudScope queries whichever provider you specify in each tool call.

Development

git clone https://github.com/alexpota/cloudscope-mcp.git

cd cloudscope-mcp npm install npm run build npm test npx @modelcontextprotocol/inspector node dist/index.js

Reference

Tools

Most tools accept a provider parameter (azure or gcp); the provider-specific tools (list_subscriptions, list_projects, and the cross-account tools get_cross_subscription_costs / get_cross_project_costs) are fixed to their own cloud. The default provider is auto-detected based on which providers are configured.

Cost Analysis

ToolDescriptionKey Parameters
get_cost_summarySpending breakdown by service, group, or regionstart_date, end_date, group_by
get_cost_by_tagCosts grouped by a tag/label keytag_key, start_date, end_date
compare_periodsSide-by-side cost comparison of two date rangesperiod_a_start/end, period_b_start/end
top_spending_resourcesMost expensive individual resourcesdays, limit
get_cross_subscription_costsCombined costs across Azure subscriptionssubscription_ids, start_date, end_date
get_cross_project_costsCombined costs across GCP projectsproject_ids, start_date, end_date

Monitoring

ToolDescriptionKey Parameters
detect_anomaliesFind spending spikes vs previous perioddays, threshold
check_budgetsBudget status, current spend, projected overage_(none)_
get_cost_forecastPredict spending based on current trendsdays

Optimization

ToolDescriptionKey Parameters
list_recommendationsCost optimization suggestions (Azure Advisor / GCP Recommender)category
find_idle_resourcesProvisioned but unused resources with cost estimates_(none)_
find_untagged_resourcesResources with no tags/labels (cost attribution gaps)_(none)_

Utility

ToolDescriptionKey Parameters

| get_current_date | Today's date and current/previous month

只显示了开头部分;其余内容请在仓库中阅读

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